The face recognition PAD methods are chosen from the baseline methods used in smartphone dataset evaluation in [1]}. The two best-performing methods from five baseline methods are taken for evaluation in this work. These methods utilize local binary patterns (LBP) [2]} and color texture features [3]}. The support vector machines (SVM) are trained for different attacks and test for attack detection.
